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作者:

Liu, Lei (Liu, Lei.) | Zhang, Sen (Zhang, Sen.) | Diao, Lu Hong (Diao, Lu Hong.) | Yan, Shu Ying (Yan, Shu Ying.) | Cao, Cun Gen (Cao, Cun Gen.)

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CPCI-S

摘要:

Hyponymy is used to build a taxonomic hierarchy. But the terms in hyponymy may have multiple senses. It will cause the problem of polysemy and affect the building of taxonomic hierarchy. In order to solve the problem, we present a method of sense recognition of hyponymy based on vector space model. Firstly we acquire the contexts of hyponymy from Chinese free corpus. Secondly we use Cilin to construct a relation-word vector space. Then we use latent semantic analysis to reduce the dimension of the vector space. In the final phase, we recognize the senses of hyponymy using average-group clustering. Experimental results show that the method can provide adequate discrimination of the different senses.

关键词:

hyponymy relation latent semantic analysis polysemous words sense clustering

作者机构:

  • [ 1 ] [Liu, Lei]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
  • [ 2 ] [Zhang, Sen]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
  • [ 3 ] [Diao, Lu Hong]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
  • [ 4 ] [Yan, Shu Ying]Chinese Acad Sci, Inst Comp Technol, Beijing 100864, Peoples R China
  • [ 5 ] [Cao, Cun Gen]Chinese Acad Sci, Inst Comp Technol, Beijing 100864, Peoples R China

通讯作者信息:

  • [Liu, Lei]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China

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来源 :

KNOWLEDGE - BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS

ISSN: 0302-9743

年份: 2008

卷: 5177

页码: 533-,

语种: 英文

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